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Levon Karapetyan

@levonkarapetyan

Engineering Physics student at ClimateNetProject-TUMOLabs building an IoT weather forecasting pipeline with 48-hour LightGBM predictions.

Armenia
Message

At ClimateNetProject-TUMOLabs, I'm developing an end-to-end IoT weather forecasting system with a multi-step LightGBM pipeline for 48-hour-ahead predictions. It uses walk-forward validation and nightly self-retraining.

I'm also designing real-time data visualization interfaces with Python, Flask, and Flask-SocketIO, while programming Arduino and ESP32 microcontrollers.

For my PersonalPortfolioWebsite, I designed and deployed an interactive portfolio with a real-time virtual assistant. I built it with Flask, JavaScript, HTML, and CSS, and deployed it on AWS EC2 with Nginx and Gunicorn.

At AerodynamicsCompany, I designed aerodynamic components for UAV prototypes and contributed to structural layout and performance testing. I also developed and pitched an LCNC platform concept and demo with a team at the Ministry of High-Tech Industry hackathon.

Experience

Work history, roles, and key accomplishments

TL

ClimateNet Project Developer

TUMO Labs

Feb 2026 - Sep 2026 (7 months)

Developing an end-to-end IoT weather forecasting system, building and training a multi-step LightGBM pipeline with 48-hour ahead predictions, walk-forward validation, and nightly self-retraining. Designing real-time data visualization interfaces using Python, JavaScript, HTML, and CSS, and programming Arduino and ESP32 microcontrollers.

AC

Aerodynamics Engineer

Aerodynamics Company

Jan 2021 - Dec 2021 (11 months)

Designed aerodynamic components for UAV prototypes, contributing to structural layout and performance testing.

Education

Degrees, certifications, and relevant coursework

RU

Russian-Armenian University

Bachelor of Engineering Physics, Engineering Physics - Quantum Informatics

2021 -

Pursuing a Bachelor of Engineering Physics with a focus on Quantum Informatics.

NU

Novgorod State University

Winter University 2025, Electronics

2025 - 2025

Participated in a 2-week program developing an electronics project, focusing on schematic circuit design, PCB layout, and board routing in EasyEDA.

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